package jetstream

import (
	"context"
	"encoding/json"
	"fmt"
	"log/slog"
	"strings"
	"time"

	"atcr.io/pkg/appview/db"
	"atcr.io/pkg/atproto"
	atpdata "github.com/bluesky-social/indigo/atproto/atdata"
	"github.com/bluesky-social/indigo/atproto/identity"
	"github.com/bluesky-social/indigo/atproto/lexicon"
)

// Processor handles shared database operations for both Worker (live) and Backfill (sync)
// This eliminates code duplication between the two data ingestion paths
type Processor struct {
	db                db.DBTX
	userCache         *UserCache  // Optional - enabled for Worker, disabled for Backfill
	statsCache        *StatsCache // In-memory cache for per-hold stats aggregation
	useCache          bool
	catalog           *lexicon.ResolvingCatalog // For debug logging of validation failures
	webhookDispatcher WebhookDispatcher         // Optional - only for live Worker (nil for Backfill)
}

// WebhookDispatcher is an interface for dispatching webhooks on scan completion.
// Only the live Worker sets this; backfill does NOT (avoids spamming old scan results).
type WebhookDispatcher interface {
	DispatchForScan(ctx context.Context, scan, previousScan *db.Scan, userHandle, tag, holdEndpoint string)
}

// SetWebhookDispatcher sets the webhook dispatcher for scan processing.
// Only the live Worker should set this — backfill skips webhook dispatch.
func (p *Processor) SetWebhookDispatcher(d WebhookDispatcher) {
	p.webhookDispatcher = d
}

// NewProcessor creates a new shared processor
// useCache: true for Worker (live streaming), false for Backfill (batch processing)
// statsCache: shared stats cache for aggregating across holds (nil to skip stats processing)
func NewProcessor(database db.DBTX, useCache bool, statsCache *StatsCache) *Processor {
	// Create lexicon catalog for debug validation logging
	dir := identity.DefaultDirectory()
	catalog := lexicon.NewResolvingCatalog()
	catalog.Directory = dir

	p := &Processor{
		db:         database,
		useCache:   useCache,
		statsCache: statsCache,
		catalog:    catalog,
	}

	if useCache {
		p.userCache = &UserCache{
			cache: make(map[string]*db.User),
		}
	}

	return p
}

// EnsureUser resolves and upserts a user by DID
// Uses cache if enabled (Worker), queries DB if cache disabled (Backfill)
func (p *Processor) EnsureUser(ctx context.Context, did string) error {
	// Check cache first (if enabled)
	if p.useCache && p.userCache != nil {
		if _, ok := p.userCache.cache[did]; ok {
			// User in cache - just update last seen timestamp
			return db.UpdateUserLastSeen(p.db, did)
		}
	} else if !p.useCache {
		// No cache - check if user already exists in DB
		existingUser, err := db.GetUserByDID(p.db, did)
		if err == nil && existingUser != nil {
			// User exists - just update last seen timestamp
			return db.UpdateUserLastSeen(p.db, did)
		}
	}

	// Resolve DID to get handle and PDS endpoint
	resolvedDID, handle, pdsEndpoint, err := atproto.ResolveIdentity(ctx, did)
	if err != nil {
		return err
	}

	// Fetch user's Bluesky profile record from their PDS (including avatar)
	avatarURL := ""
	client := atproto.NewClient(pdsEndpoint, "", "")
	profileRecord, err := client.GetProfileRecord(ctx, resolvedDID)
	if err != nil {
		slog.Warn("Failed to fetch profile record", "component", "processor", "did", resolvedDID, "error", err)
		// Continue without avatar
	} else if profileRecord.Avatar != nil && profileRecord.Avatar.Ref.Link != "" {
		avatarURL = atproto.BlobCDNURL(resolvedDID, profileRecord.Avatar.Ref.Link)
	}

	// Create user record
	user := &db.User{
		DID:         resolvedDID,
		Handle:      handle,
		PDSEndpoint: pdsEndpoint,
		Avatar:      avatarURL,
		LastSeen:    time.Now(),
	}

	// Cache if enabled
	if p.useCache {
		p.userCache.cache[did] = user
	}

	// Upsert to database
	// Use UpsertUser if we successfully fetched an avatar (to update existing users)
	// Use UpsertUserIgnoreAvatar if fetch failed (to preserve existing avatars)
	if avatarURL != "" {
		return db.UpsertUser(p.db, user)
	}
	return db.UpsertUserIgnoreAvatar(p.db, user)
}

// EnsureUserExists ensures a user row exists in the database without updating it.
// Used by non-profile collections to avoid unnecessary writes during backfill.
// If the user doesn't exist, resolves identity and inserts with ON CONFLICT DO NOTHING.
func (p *Processor) EnsureUserExists(ctx context.Context, did string) error {
	// Check cache first (if enabled)
	if p.useCache && p.userCache != nil {
		if _, ok := p.userCache.cache[did]; ok {
			return nil // User in cache, nothing to do
		}
	} else if !p.useCache {
		// No cache - check if user already exists in DB
		existingUser, err := db.GetUserByDID(p.db, did)
		if err == nil && existingUser != nil {
			return nil // User exists, nothing to do
		}
	}

	// User doesn't exist yet — resolve and insert
	resolvedDID, handle, pdsEndpoint, err := atproto.ResolveIdentity(ctx, did)
	if err != nil {
		return err
	}

	avatarURL := ""
	client := atproto.NewClient(pdsEndpoint, "", "")
	profileRecord, err := client.GetProfileRecord(ctx, resolvedDID)
	if err != nil {
		slog.Warn("Failed to fetch profile record", "component", "processor", "did", resolvedDID, "error", err)
	} else if profileRecord.Avatar != nil && profileRecord.Avatar.Ref.Link != "" {
		avatarURL = atproto.BlobCDNURL(resolvedDID, profileRecord.Avatar.Ref.Link)
	}

	user := &db.User{
		DID:         resolvedDID,
		Handle:      handle,
		PDSEndpoint: pdsEndpoint,
		Avatar:      avatarURL,
		LastSeen:    time.Now(),
	}

	// Cache if enabled
	if p.useCache {
		p.userCache.cache[did] = user
	}

	return db.InsertUserIfNotExists(p.db, user)
}

// ValidateRecord performs validation on records.
// - Full lexicon validation is logged for debugging but does NOT block ingestion
// - Targeted validation (captain/crew DID checks) DOES block bogus records
func (p *Processor) ValidateRecord(ctx context.Context, collection string, data []byte) error {
	recordData, err := atpdata.UnmarshalJSON(data)
	if err != nil {
		return fmt.Errorf("invalid JSON: %w", err)
	}

	// Debug: Full lexicon validation (log only, don't block)
	if p.catalog != nil {
		if err := lexicon.ValidateRecord(p.catalog, recordData, collection, 0); err != nil {
			slog.Debug("Record failed full lexicon validation (ingesting anyway)",
				"component", "processor",
				"collection", collection,
				"error", err)
		}
	}

	// Targeted validation for collections that had bogus data issues
	// These DO block ingestion
	switch collection {
	case atproto.CaptainCollection:
		// Captain must have non-empty owner DID
		owner, _ := recordData["owner"].(string)
		if owner == "" || !strings.HasPrefix(owner, "did:") {
			return fmt.Errorf("captain record missing or invalid owner DID")
		}

	case atproto.CrewCollection:
		// Crew must have non-empty member DID
		member, _ := recordData["member"].(string)
		if member == "" || !strings.HasPrefix(member, "did:") {
			return fmt.Errorf("crew record missing or invalid member DID")
		}
	}

	return nil
}

// ProcessRecord is the unified entry point for processing any ATCR record.
// It handles:
// 1. Schema validation against published lexicons
// 2. User creation for user-activity collections
// 3. Dispatch to the appropriate Process* method
//
// queryCaptainFn is optional - used by backfill for sailor profile processing
func (p *Processor) ProcessRecord(ctx context.Context, did, collection, rkey string, data []byte, isDelete bool, queryCaptainFn func(context.Context, string) error) error {
	// Skip validation for deletes (no record data)
	if !isDelete && data != nil {
		if err := p.ValidateRecord(ctx, collection, data); err != nil {
			slog.Warn("Record failed schema validation, skipping",
				"component", "processor",
				"collection", collection,
				"did", did,
				"error", err)
			return nil // Skip invalid records silently
		}
	}

	// User-activity collections create/update user entries
	// Skip for deletes - user should already exist, and we don't need to resolve identity
	if !isDelete {
		switch collection {
		case atproto.SailorProfileCollection:
			// Sailor profile is the authoritative source for user data — full upsert
			if err := p.EnsureUser(ctx, did); err != nil {
				return fmt.Errorf("failed to ensure user: %w", err)
			}
		case atproto.ManifestCollection,
			atproto.TagCollection,
			atproto.StarCollection,
			atproto.RepoPageCollection:
			// Other user collections just need the row to exist — no update if unchanged
			if err := p.EnsureUserExists(ctx, did); err != nil {
				return fmt.Errorf("failed to ensure user exists: %w", err)
			}
			// Hold collections (captain, crew, stats) - don't create user entries
			// These are records FROM holds, not user activity
		}
	}

	// Dispatch to specific handler
	switch collection {
	case atproto.ManifestCollection:
		if isDelete {
			return db.DeleteManifest(p.db, did, "", rkey)
		}
		_, err := p.ProcessManifest(ctx, did, data)
		return err

	case atproto.TagCollection:
		if isDelete {
			repo, tag := atproto.RKeyToRepositoryTag(rkey)
			return db.DeleteTag(p.db, did, repo, tag)
		}
		return p.ProcessTag(ctx, did, data)

	case atproto.StarCollection:
		if isDelete {
			ownerDID, repository, err := atproto.ParseStarRecordKey(rkey)
			if err != nil {
				return err
			}
			return db.DeleteStar(p.db, did, ownerDID, repository)
		}
		return p.ProcessStar(ctx, did, data)

	case atproto.RepoPageCollection:
		return p.ProcessRepoPage(ctx, did, rkey, data, isDelete)

	case atproto.SailorProfileCollection:
		return p.ProcessSailorProfile(ctx, did, data, queryCaptainFn)

	case atproto.ScanCollection:
		return p.ProcessScan(ctx, did, data, isDelete)

	case atproto.StatsCollection:
		return p.ProcessStats(ctx, did, data, isDelete)

	case atproto.CaptainCollection:
		if isDelete {
			return db.DeleteCaptainRecord(p.db, did)
		}
		return p.ProcessCaptain(ctx, did, data)

	case atproto.CrewCollection:
		if isDelete {
			return db.DeleteCrewMemberByRkey(p.db, did, rkey)
		}
		return p.ProcessCrew(ctx, did, rkey, data)

	default:
		return nil // Unknown collection, ignore
	}
}

// ProcessManifest processes a manifest record and stores it in the database
// Returns the manifest ID for further processing (layers/references)
func (p *Processor) ProcessManifest(ctx context.Context, did string, recordData []byte) (int64, error) {
	// Unmarshal manifest record
	var manifestRecord atproto.ManifestRecord
	if err := json.Unmarshal(recordData, &manifestRecord); err != nil {
		return 0, fmt.Errorf("failed to unmarshal manifest: %w", err)
	}
	// Detect manifest type
	isManifestList := len(manifestRecord.Manifests) > 0

	// Extract hold DID from manifest (with fallback for legacy manifests)
	// New manifests use holdDid field (DID format)
	// Old manifests use holdEndpoint field (URL format) - convert to DID
	holdDID := manifestRecord.HoldDID
	if holdDID == "" && manifestRecord.HoldEndpoint != "" {
		// Legacy manifest - resolve URL to DID via /.well-known/atproto-did
		if resolved, err := atproto.ResolveHoldDID(ctx, manifestRecord.HoldEndpoint); err != nil {
			slog.Warn("Failed to resolve hold DID from legacy manifest endpoint", "holdEndpoint", manifestRecord.HoldEndpoint, "error", err)
		} else {
			holdDID = resolved
		}
	}

	// Detect artifact type from config media type
	artifactType := "container-image"
	if !isManifestList && manifestRecord.Config != nil {
		artifactType = db.GetArtifactType(manifestRecord.Config.MediaType)
	}

	// Prepare manifest for insertion (WITHOUT annotation fields)
	manifest := &db.Manifest{
		DID:           did,
		Repository:    manifestRecord.Repository,
		Digest:        manifestRecord.Digest,
		MediaType:     manifestRecord.MediaType,
		SchemaVersion: manifestRecord.SchemaVersion,
		HoldEndpoint:  holdDID,
		ArtifactType:  artifactType,
		CreatedAt:     manifestRecord.CreatedAt,
		// Annotations removed - stored separately in repository_annotations table
	}

	// Set config fields only for image manifests (not manifest lists)
	if !isManifestList && manifestRecord.Config != nil {
		manifest.ConfigDigest = manifestRecord.Config.Digest
		manifest.ConfigSize = manifestRecord.Config.Size
	}

	// Insert manifest
	manifestID, err := db.InsertManifest(p.db, manifest)
	if err != nil {
		// For backfill: if manifest already exists, get its ID
		if strings.Contains(err.Error(), "UNIQUE constraint failed") {
			var existingID int64
			err := p.db.QueryRow(`
				SELECT id FROM manifests
				WHERE did = ? AND repository = ? AND digest = ?
			`, manifest.DID, manifest.Repository, manifest.Digest).Scan(&existingID)

			if err != nil {
				return 0, fmt.Errorf("failed to get existing manifest ID: %w", err)
			}
			manifestID = existingID
		} else {
			return 0, fmt.Errorf("failed to insert manifest: %w", err)
		}
	}

	// Update repository annotations ONLY if manifest has at least one non-empty annotation
	if manifestRecord.Annotations != nil {
		hasData := false
		for _, value := range manifestRecord.Annotations {
			if value != "" {
				hasData = true
				break
			}
		}

		if hasData {
			// Replace all annotations for this repository
			err = db.UpsertRepositoryAnnotations(p.db, did, manifestRecord.Repository, manifestRecord.Annotations)
			if err != nil {
				return 0, fmt.Errorf("failed to upsert annotations: %w", err)
			}
		}
	}

	// Insert manifest references or layers
	if isManifestList {
		// Insert manifest references (for manifest lists/indexes)
		for i, ref := range manifestRecord.Manifests {
			platformArch := ""
			platformOS := ""
			platformVariant := ""
			platformOSVersion := ""

			if ref.Platform != nil {
				platformArch = ref.Platform.Architecture
				platformOS = ref.Platform.OS
				platformVariant = ref.Platform.Variant
				platformOSVersion = ref.Platform.OSVersion
			}

			// Detect attestation manifests from annotations
			isAttestation := false
			if ref.Annotations != nil {
				if refType, ok := ref.Annotations["vnd.docker.reference.type"]; ok {
					isAttestation = refType == "attestation-manifest"
				}
			}

			if err := db.InsertManifestReference(p.db, &db.ManifestReference{
				ManifestID:           manifestID,
				Digest:               ref.Digest,
				MediaType:            ref.MediaType,
				Size:                 ref.Size,
				PlatformArchitecture: platformArch,
				PlatformOS:           platformOS,
				PlatformVariant:      platformVariant,
				PlatformOSVersion:    platformOSVersion,
				IsAttestation:        isAttestation,
				ReferenceIndex:       i,
			}); err != nil {
				// Continue on error - reference might already exist
				continue
			}
		}
	} else {
		// Insert layers (for image manifests)
		for i, layer := range manifestRecord.Layers {
			if err := db.InsertLayer(p.db, &db.Layer{
				ManifestID:  manifestID,
				Digest:      layer.Digest,
				MediaType:   layer.MediaType,
				Size:        layer.Size,
				LayerIndex:  i,
				Annotations: layer.Annotations,
			}); err != nil {
				// Continue on error - layer might already exist
				continue
			}
		}
	}

	return manifestID, nil
}

// ProcessTag processes a tag record and stores it in the database
func (p *Processor) ProcessTag(ctx context.Context, did string, recordData []byte) error {
	// Unmarshal tag record
	var tagRecord atproto.TagRecord
	if err := json.Unmarshal(recordData, &tagRecord); err != nil {
		return fmt.Errorf("failed to unmarshal tag: %w", err)
	}
	// Extract digest from tag record (tries manifest field first, falls back to manifestDigest)
	manifestDigest, err := tagRecord.GetManifestDigest()
	if err != nil {
		return fmt.Errorf("failed to get manifest digest from tag record: %w", err)
	}

	// Insert or update tag
	return db.UpsertTag(p.db, &db.Tag{
		DID:        did,
		Repository: tagRecord.Repository,
		Tag:        tagRecord.Tag,
		Digest:     manifestDigest,
		CreatedAt:  tagRecord.UpdatedAt,
	})
}

// ProcessStar processes a star record and stores it in the database
func (p *Processor) ProcessStar(ctx context.Context, did string, recordData []byte) error {
	// Unmarshal star record (handles both old object and new AT URI subject formats)
	var starRecord atproto.StarRecord
	if err := json.Unmarshal(recordData, &starRecord); err != nil {
		return fmt.Errorf("failed to unmarshal star: %w", err)
	}

	// Extract owner DID and repository from subject AT URI
	ownerDID, repository, err := starRecord.GetSubjectDIDAndRepository()
	if err != nil {
		return fmt.Errorf("failed to parse star subject: %w", err)
	}

	// Ensure the starred repository's owner exists in the users table
	// (the starrer is already ensured by ProcessRecord, but the owner
	// may not have been processed yet during backfill or live events)
	if err := p.EnsureUserExists(ctx, ownerDID); err != nil {
		return fmt.Errorf("failed to ensure star subject user: %w", err)
	}

	// Upsert the star record (idempotent - won't duplicate)
	// The DID here is the starrer (user who starred)
	// Star count will be calculated on demand from the stars table
	return db.UpsertStar(p.db, did, ownerDID, repository, starRecord.CreatedAt)
}

// ProcessSailorProfile processes a sailor profile record
// This is primarily used by backfill to cache captain records for holds
func (p *Processor) ProcessSailorProfile(ctx context.Context, did string, recordData []byte, queryCaptainFn func(context.Context, string) error) error {
	// Unmarshal sailor profile record
	var profileRecord atproto.SailorProfileRecord
	if err := json.Unmarshal(recordData, &profileRecord); err != nil {
		return fmt.Errorf("failed to unmarshal sailor profile: %w", err)
	}

	// Cache OCI client preference (always, even if no default hold)
	if profileRecord.OciClient != "" {
		if err := db.UpdateUserOciClient(p.db, did, profileRecord.OciClient); err != nil {
			slog.Warn("Failed to cache OCI client preference", "component", "processor", "did", did, "ociClient", profileRecord.OciClient, "error", err)
		}
	}

	// Skip hold processing if no default hold set
	if profileRecord.DefaultHold == "" {
		return nil
	}

	// Convert hold URL/DID to canonical DID
	holdDID, err := atproto.ResolveHoldDID(ctx, profileRecord.DefaultHold)
	if err != nil {
		slog.Warn("Invalid hold reference in profile", "component", "processor", "did", did, "default_hold", profileRecord.DefaultHold, "error", err)
		return nil
	}

	// Cache default hold DID on the user record
	if err := db.UpdateUserDefaultHold(p.db, did, holdDID); err != nil {
		slog.Warn("Failed to cache default hold DID", "component", "processor", "did", did, "holdDid", holdDID, "error", err)
	}

	// Query and cache the captain record using provided function
	// This allows backfill-specific logic (retries, test mode handling) without duplicating it here
	if queryCaptainFn != nil {
		return queryCaptainFn(ctx, holdDID)
	}

	return nil
}

// ProcessRepoPage processes a repository page record
// This is called when Jetstream receives a repo page create/update event
func (p *Processor) ProcessRepoPage(ctx context.Context, did string, rkey string, recordData []byte, isDelete bool) error {
	if isDelete {
		// Delete the repo page from our cache
		return db.DeleteRepoPage(p.db, did, rkey)
	}

	// Unmarshal repo page record
	var pageRecord atproto.RepoPageRecord
	if err := json.Unmarshal(recordData, &pageRecord); err != nil {
		return fmt.Errorf("failed to unmarshal repo page: %w", err)
	}

	// Extract avatar CID if present
	avatarCID := ""
	if pageRecord.Avatar != nil && pageRecord.Avatar.Ref.Link != "" {
		avatarCID = pageRecord.Avatar.Ref.Link
	}

	// Upsert to database
	return db.UpsertRepoPage(p.db, did, pageRecord.Repository, pageRecord.Description, avatarCID, pageRecord.UserEdited, pageRecord.CreatedAt, pageRecord.UpdatedAt)
}

// ProcessIdentity handles identity change events (handle updates)
// This is called when Jetstream receives an identity event indicating a handle change.
// The identity cache is invalidated to ensure the next lookup uses the new handle,
// and the database is updated to reflect the change in the UI.
//
// Only processes events for users who already exist in our database (have ATCR activity).
func (p *Processor) ProcessIdentity(ctx context.Context, did string, newHandle string) error {
	// Check if user exists in our database - only update if they're an ATCR user
	user, err := db.GetUserByDID(p.db, did)
	if err != nil {
		return fmt.Errorf("failed to check user existence: %w", err)
	}

	// Skip if user doesn't exist - they don't have any ATCR activity (manifests, profiles, etc.)
	if user == nil {
		return nil
	}

	// Update handle in database
	if err := db.UpdateUserHandle(p.db, did, newHandle); err != nil {
		slog.Warn("Failed to update user handle in database",
			"component", "processor",
			"did", did,
			"handle", newHandle,
			"error", err)
		// Continue to invalidate cache even if DB update fails
	}

	// Invalidate cached identity data to force re-resolution on next lookup
	if err := atproto.InvalidateIdentity(ctx, did); err != nil {
		slog.Warn("Failed to invalidate identity cache",
			"component", "processor",
			"did", did,
			"error", err)
		return err
	}

	slog.Info("Processed identity change event",
		"component", "processor",
		"did", did,
		"old_handle", user.Handle,
		"new_handle", newHandle)

	return nil
}

// ProcessProfileUpdate handles app.bsky.actor.profile updates for known ATCR users
// This refreshes the cached avatar URL when a user changes their Bluesky profile picture
func (p *Processor) ProcessProfileUpdate(ctx context.Context, did string, recordData []byte) error {
	// Check if user exists in our database - only update if they're an ATCR user
	user, err := db.GetUserByDID(p.db, did)
	if err != nil {
		return fmt.Errorf("failed to check user existence: %w", err)
	}

	// Skip if user doesn't exist - they don't have any ATCR activity
	if user == nil {
		return nil
	}

	// Parse the profile record to extract avatar
	var profile struct {
		Avatar *atproto.ATProtoBlobRef `json:"avatar"`
	}
	if err := json.Unmarshal(recordData, &profile); err != nil {
		return fmt.Errorf("failed to unmarshal profile: %w", err)
	}

	// Build new avatar URL
	avatarURL := ""
	if profile.Avatar != nil && profile.Avatar.Ref.Link != "" {
		avatarURL = atproto.BlobCDNURL(did, profile.Avatar.Ref.Link)
	}

	// Update if changed
	if avatarURL != user.Avatar {
		slog.Info("Updating avatar from profile change",
			"component", "processor",
			"did", did,
			"old_avatar", user.Avatar,
			"new_avatar", avatarURL)
		return db.UpdateUserAvatar(p.db, did, avatarURL)
	}

	return nil
}

// RefreshUserAvatar fetches the user's current Bluesky profile and updates their cached avatar
// This is called during backfill to ensure avatars stay fresh for existing users
func (p *Processor) RefreshUserAvatar(ctx context.Context, did, pdsEndpoint string) error {
	// Get user from database to compare avatar
	user, err := db.GetUserByDID(p.db, did)
	if err != nil || user == nil {
		return nil // User doesn't exist, skip
	}

	// Fetch profile from PDS
	client := atproto.NewClient(pdsEndpoint, "", "")
	profile, err := client.GetProfileRecord(ctx, did)
	if err != nil {
		return fmt.Errorf("failed to fetch profile: %w", err)
	}

	// Build avatar URL
	avatarURL := ""
	if profile.Avatar != nil && profile.Avatar.Ref.Link != "" {
		avatarURL = atproto.BlobCDNURL(did, profile.Avatar.Ref.Link)
	}

	// Update if changed
	if avatarURL != user.Avatar {
		slog.Info("Backfill refreshing avatar",
			"component", "processor",
			"did", did,
			"old_avatar", user.Avatar,
			"new_avatar", avatarURL)
		return db.UpdateUserAvatar(p.db, did, avatarURL)
	}

	return nil
}

// ProcessScan handles scan record events from hold PDSes.
// Caches scan results in the appview DB and dispatches webhooks (if dispatcher is set).
func (p *Processor) ProcessScan(ctx context.Context, holdDID string, recordData []byte, isDelete bool) error {
	if isDelete {
		return nil // Scan deletes are not processed (scans are immutable)
	}

	// Unmarshal scan record
	var scanRecord atproto.ScanRecord
	if err := json.Unmarshal(recordData, &scanRecord); err != nil {
		return fmt.Errorf("failed to unmarshal scan record: %w", err)
	}

	// Extract manifest digest from the scan record's manifest AT-URI
	manifestDigest := ""
	if parts := strings.Split(scanRecord.Manifest, "/"); len(parts) > 0 {
		manifestDigest = "sha256:" + parts[len(parts)-1]
	}

	// Parse scanned_at timestamp
	scannedAt := time.Now()
	if t, err := time.Parse(time.RFC3339, scanRecord.ScannedAt); err == nil {
		scannedAt = t
	}

	scan := &db.Scan{
		HoldDID:        holdDID,
		ManifestDigest: manifestDigest,
		UserDID:        scanRecord.UserDID,
		Repository:     scanRecord.Repository,
		Critical:       int(scanRecord.Critical),
		High:           int(scanRecord.High),
		Medium:         int(scanRecord.Medium),
		Low:            int(scanRecord.Low),
		Total:          int(scanRecord.Total),
		ScannerVersion: scanRecord.ScannerVersion,
		ScannedAt:      scannedAt,
	}

	// Upsert scan to DB (returns previous scan for change detection)
	previousScan, err := db.UpsertScan(p.db, scan)
	if err != nil {
		return fmt.Errorf("failed to upsert scan: %w", err)
	}

	// Dispatch webhooks if dispatcher is set (live Worker only, not backfill)
	if p.webhookDispatcher != nil {
		// Resolve user handle from cache or DB
		userHandle := ""
		user, userErr := db.GetUserByDID(p.db, scanRecord.UserDID)
		if userErr == nil && user != nil {
			userHandle = user.Handle
		}

		// Resolve tag for the manifest digest
		tag := ""
		if tagVal, tagErr := db.GetTagByDigest(p.db, scanRecord.UserDID, scanRecord.Repository, manifestDigest); tagErr == nil {
			tag = tagVal
		}

		// Resolve hold endpoint URL
		holdEndpoint := ""
		if holdURL, holdErr := atproto.ResolveHoldURL(ctx, holdDID); holdErr == nil {
			holdEndpoint = holdURL
		}

		p.webhookDispatcher.DispatchForScan(ctx, scan, previousScan, userHandle, tag, holdEndpoint)
	}

	return nil
}

// ProcessStats handles stats record events from hold PDSes
// This is called when Jetstream receives a stats create/update/delete event from a hold
// The holdDID is the DID of the hold PDS (event.DID), and the record contains ownerDID + repository
func (p *Processor) ProcessStats(ctx context.Context, holdDID string, recordData []byte, isDelete bool) error {
	// Skip if no stats cache configured
	if p.statsCache == nil {
		return nil
	}

	// Unmarshal stats record
	var statsRecord atproto.StatsRecord
	if err := json.Unmarshal(recordData, &statsRecord); err != nil {
		return fmt.Errorf("failed to unmarshal stats record: %w", err)
	}

	// Ensure the owner user exists in the users table (repository_stats has FK to users.did)
	if !isDelete && statsRecord.OwnerDID != "" {
		if err := p.EnsureUserExists(ctx, statsRecord.OwnerDID); err != nil {
			return fmt.Errorf("failed to ensure stats owner user exists: %w", err)
		}
	}

	if isDelete {
		// Delete from in-memory cache
		p.statsCache.Delete(holdDID, statsRecord.OwnerDID, statsRecord.Repository)
	} else {
		// Parse timestamps
		var lastPull, lastPush *time.Time
		if statsRecord.LastPull != "" {
			t, err := time.Parse(time.RFC3339, statsRecord.LastPull)
			if err == nil {
				lastPull = &t
			}
		}
		if statsRecord.LastPush != "" {
			t, err := time.Parse(time.RFC3339, statsRecord.LastPush)
			if err == nil {
				lastPush = &t
			}
		}

		// Update in-memory cache
		p.statsCache.Update(holdDID, statsRecord.OwnerDID, statsRecord.Repository,
			statsRecord.PullCount, statsRecord.PushCount, lastPull, lastPush)
	}

	// Get aggregated stats across all holds
	totalPull, totalPush, latestPull, latestPush := p.statsCache.GetAggregated(
		statsRecord.OwnerDID, statsRecord.Repository)

	// Upsert aggregated stats to repository_stats
	return db.UpsertRepositoryStats(p.db, &db.RepositoryStats{
		DID:        statsRecord.OwnerDID,
		Repository: statsRecord.Repository,
		PullCount:  int(totalPull),
		PushCount:  int(totalPush),
		LastPull:   latestPull,
		LastPush:   latestPush,
	})
}

// ProcessCaptain handles captain record events from hold PDSes
// This is called when Jetstream receives a captain create/update/delete event from a hold
// The holdDID is the DID of the hold PDS (event.DID), and the record contains ownership info
func (p *Processor) ProcessCaptain(ctx context.Context, holdDID string, recordData []byte) error {
	// Unmarshal captain record
	var captainRecord atproto.CaptainRecord
	if err := json.Unmarshal(recordData, &captainRecord); err != nil {
		return fmt.Errorf("failed to unmarshal captain record: %w", err)
	}

	// Convert to db struct and upsert
	record := &db.HoldCaptainRecord{
		HoldDID:      holdDID,
		OwnerDID:     captainRecord.Owner,
		Public:       captainRecord.Public,
		AllowAllCrew: captainRecord.AllowAllCrew,
		DeployedAt:   captainRecord.DeployedAt,
		Region:       captainRecord.Region,
		Successor:    captainRecord.Successor,
		UpdatedAt:    time.Now(),
	}

	if err := db.UpsertCaptainRecord(p.db, record); err != nil {
		return fmt.Errorf("failed to upsert captain record: %w", err)
	}

	slog.Info("Processed captain record",
		"component", "processor",
		"hold_did", holdDID,
		"owner_did", captainRecord.Owner,
		"public", captainRecord.Public,
		"allow_all_crew", captainRecord.AllowAllCrew)

	return nil
}

// ProcessCrew handles crew record events from hold PDSes
// This is called when Jetstream receives a crew create/update/delete event from a hold
// The holdDID is the DID of the hold PDS (event.DID), and the record contains member info
func (p *Processor) ProcessCrew(ctx context.Context, holdDID string, rkey string, recordData []byte) error {
	// Unmarshal crew record
	var crewRecord atproto.CrewRecord
	if err := json.Unmarshal(recordData, &crewRecord); err != nil {
		return fmt.Errorf("failed to unmarshal crew record: %w", err)
	}

	// Marshal permissions to JSON string
	permissionsJSON := ""
	if len(crewRecord.Permissions) > 0 {
		if jsonBytes, err := json.Marshal(crewRecord.Permissions); err == nil {
			permissionsJSON = string(jsonBytes)
		}
	}

	// Convert to db struct and upsert
	member := &db.CrewMember{
		HoldDID:     holdDID,
		MemberDID:   crewRecord.Member,
		Rkey:        rkey,
		Role:        crewRecord.Role,
		Permissions: permissionsJSON,
		Tier:        crewRecord.Tier,
		AddedAt:     crewRecord.AddedAt,
	}

	if err := db.UpsertCrewMember(p.db, member); err != nil {
		return fmt.Errorf("failed to upsert crew member: %w", err)
	}

	return nil
}

// ProcessAccount handles account status events (deactivation/deletion/etc)
// This is called when Jetstream receives an account event indicating status changes.
//
// Status handling:
// - "deleted": Account permanently deleted - remove all cached data
// - "deactivated": Could be PDS migration or permanent - invalidate cache only
// - "takendown": Moderation action - invalidate cache only
// - Other: Ignore
//
// For "deactivated", we don't delete data because it's ambiguous:
// - Could be permanent deactivation (user deleted account)
// - Could be PDS migration (account moves to new PDS)
// Cache invalidation forces re-resolution on next lookup.
//
// Only processes events for users who already exist in our database (have ATCR activity).
func (p *Processor) ProcessAccount(ctx context.Context, did string, active bool, status string) error {
	// Skip active accounts or unknown statuses
	if active {
		return nil
	}

	// Check if user exists in our database - only process if they're an ATCR user
	user, err := db.GetUserByDID(p.db, did)
	if err != nil {
		return fmt.Errorf("failed to check user existence: %w", err)
	}

	// Skip if user doesn't exist - they don't have any ATCR activity
	if user == nil {
		return nil
	}

	switch status {
	case "deleted":
		// Account permanently deleted - remove all cached data
		if _, err := db.DeleteUserData(p.db, did); err != nil {
			slog.Error("Failed to delete user data for deleted account",
				"component", "processor",
				"did", did,
				"handle", user.Handle,
				"error", err)
			return err
		}

		// Also invalidate identity cache
		_ = atproto.InvalidateIdentity(ctx, did)

		slog.Info("Deleted user data for deleted account",
			"component", "processor",
			"did", did,
			"handle", user.Handle)

	case "deactivated", "takendown":
		// Ambiguous status - invalidate cache but keep data
		// For deactivated: could be PDS migration, will resolve on next lookup
		// For takendown: moderation action, keep data in case of appeal
		if err := atproto.InvalidateIdentity(ctx, did); err != nil {
			slog.Warn("Failed to invalidate identity cache",
				"component", "processor",
				"did", did,
				"status", status,
				"error", err)
			return err
		}

		slog.Info("Processed account status event - cache invalidated",
			"component", "processor",
			"did", did,
			"handle", user.Handle,
			"status", status)

	default:
		// Unknown status - ignore
		slog.Debug("Ignoring unknown account status",
			"component", "processor",
			"did", did,
			"status", status)
	}

	return nil
}